Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 79330 |
| Missing cells | 28 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 25902 |
| Duplicate rows (%) | 32.7% |
| Total size in memory | 18.8 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Categorical | 20 |
|---|---|
| Numeric | 11 |
| Dataset has 25902 (32.7%) duplicate rows | Duplicates |
Country has a high cardinality: 166 distinct values | High cardinality |
Agent has a high cardinality: 224 distinct values | High cardinality |
Company has a high cardinality: 208 distinct values | High cardinality |
ReservationStatusDate has a high cardinality: 864 distinct values | High cardinality |
ReservationStatus is highly correlated with IsCanceled | High correlation |
IsCanceled is highly correlated with ReservationStatus | High correlation |
PreviousBookingsNotCanceled is highly skewed (γ1 = 23.1165642) | Skewed |
ADR is highly skewed (γ1 = 23.16174514) | Skewed |
LeadTime has 3109 (3.9%) zeros | Zeros |
StaysInWeekendNights has 37817 (47.7%) zeros | Zeros |
StaysInWeekNights has 4963 (6.3%) zeros | Zeros |
PreviousCancellations has 73941 (93.2%) zeros | Zeros |
PreviousBookingsNotCanceled has 77742 (98.0%) zeros | Zeros |
BookingChanges has 69062 (87.1%) zeros | Zeros |
DaysInWaitingList has 75887 (95.7%) zeros | Zeros |
ADR has 1208 (1.5%) zeros | Zeros |
TotalOfSpecialRequests has 47957 (60.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-03-02 23:10:15.817822 |
|---|---|
| Analysis finished | 2021-03-02 23:11:37.553424 |
| Duration | 1 minute and 21.74 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 79330 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 0 | 46228 | |
| 1 | 33102 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 46228 | |
| 1 | 33102 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 46228 | |
| 1 | 33102 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79330 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 46228 | |
| 1 | 33102 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 79330 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 46228 | |
| 1 | 33102 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79330 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 46228 | |
| 1 | 33102 |
| Distinct | 453 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.7357242 |
|---|---|
| Minimum | 0 |
| Maximum | 629 |
| Zeros | 3109 |
| Zeros (%) | 3.9% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 23 |
| median | 74 |
| Q3 | 163 |
| 95-th percentile | 334.55 |
| Maximum | 629 |
| Range | 629 |
| Interquartile range (IQR) | 140 |
Descriptive statistics
| Standard deviation | 110.9485258 |
|---|---|
| Coefficient of variation (CV) | 1.011052021 |
| Kurtosis | 1.804542062 |
| Mean | 109.7357242 |
| Median Absolute Deviation (MAD) | 61 |
| Skewness | 1.389834639 |
| Sum | 8705335 |
| Variance | 12309.57537 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3109 | 3.9% |
| 1 | 1865 | 2.4% |
| 2 | 1130 | 1.4% |
| 4 | 1052 | 1.3% |
| 3 | 1022 | 1.3% |
| 5 | 965 | 1.2% |
| 6 | 907 | 1.1% |
| 7 | 758 | 1.0% |
| 8 | 750 | 0.9% |
| 12 | 736 | 0.9% |
| Other values (443) | 67036 |
| Value | Count | Frequency (%) |
| 0 | 3109 | |
| 1 | 1865 | |
| 2 | 1130 | 1.4% |
| 3 | 1022 | 1.3% |
| 4 | 1052 | 1.3% |
| Value | Count | Frequency (%) |
| 629 | 17 | |
| 626 | 30 | |
| 622 | 17 | |
| 615 | 17 | |
| 608 | 17 |
ArrivalDateYear
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| 2016 | |
|---|---|
| 2017 | |
| 2015 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 317320 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2015 |
|---|---|
| 2nd row | 2015 |
| 3rd row | 2015 |
| 4th row | 2015 |
| 5th row | 2015 |
| Value | Count | Frequency (%) |
| 2016 | 38140 | |
| 2017 | 27508 | |
| 2015 | 13682 | 17.2% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2016 | 38140 | |
| 2017 | 27508 | |
| 2015 | 13682 | 17.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 79330 | |
| 0 | 79330 | |
| 1 | 79330 | |
| 6 | 38140 | |
| 7 | 27508 | 8.7% |
| 5 | 13682 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 317320 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 79330 | |
| 0 | 79330 | |
| 1 | 79330 | |
| 6 | 38140 | |
| 7 | 27508 | 8.7% |
| 5 | 13682 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 317320 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 79330 | |
| 0 | 79330 | |
| 1 | 79330 | |
| 6 | 38140 | |
| 7 | 27508 | 8.7% |
| 5 | 13682 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 317320 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 79330 | |
| 0 | 79330 | |
| 1 | 79330 | |
| 6 | 38140 | |
| 7 | 27508 | 8.7% |
| 5 | 13682 | 4.3% |
ArrivalDateMonth
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| August | |
|---|---|
| May | |
| July | |
| June | |
| October | |
| Other values (7) |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.872066053 |
| Min length | 3 |
Characters and Unicode
| Total characters | 465831 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | July |
|---|---|
| 2nd row | July |
| 3rd row | July |
| 4th row | July |
| 5th row | July |
| Value | Count | Frequency (%) |
| August | 8983 | |
| May | 8232 | |
| July | 8088 | |
| June | 7894 | |
| October | 7605 | |
| April | 7480 | |
| September | 7400 | |
| March | 6458 | |
| February | 4965 | |
| November | 4357 | |
| Other values (2) | 7868 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| august | 8983 | |
| may | 8232 | |
| july | 8088 | |
| june | 7894 | |
| october | 7605 | |
| april | 7480 | |
| september | 7400 | |
| march | 6458 | |
| february | 4965 | |
| november | 4357 | |
| Other values (2) | 7868 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 63774 | |
| r | 51098 | 11.0% |
| u | 42649 | 9.2% |
| b | 28459 | 6.1% |
| a | 27127 | 5.8% |
| y | 25021 | 5.4% |
| t | 23988 | 5.1% |
| J | 19718 | 4.2% |
| c | 18195 | 3.9% |
| A | 16463 | 3.5% |
| Other values (16) | 149339 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 386501 | |
| Uppercase Letter | 79330 | 17.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 63774 | |
| r | 51098 | |
| u | 42649 | |
| b | 28459 | 7.4% |
| a | 27127 | 7.0% |
| y | 25021 | 6.5% |
| t | 23988 | 6.2% |
| c | 18195 | 4.7% |
| m | 15889 | 4.1% |
| l | 15568 | 4.0% |
| Other values (8) | 74733 |
| Value | Count | Frequency (%) |
| J | 19718 | |
| A | 16463 | |
| M | 14690 | |
| O | 7605 | 9.6% |
| S | 7400 | 9.3% |
| F | 4965 | 6.3% |
| N | 4357 | 5.5% |
| D | 4132 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 465831 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 63774 | |
| r | 51098 | 11.0% |
| u | 42649 | 9.2% |
| b | 28459 | 6.1% |
| a | 27127 | 5.8% |
| y | 25021 | 5.4% |
| t | 23988 | 5.1% |
| J | 19718 | 4.2% |
| c | 18195 | 3.9% |
| A | 16463 | 3.5% |
| Other values (16) | 149339 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 465831 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 63774 | |
| r | 51098 | 11.0% |
| u | 42649 | 9.2% |
| b | 28459 | 6.1% |
| a | 27127 | 5.8% |
| y | 25021 | 5.4% |
| t | 23988 | 5.1% |
| J | 19718 | 4.2% |
| c | 18195 | 3.9% |
| A | 16463 | 3.5% |
| Other values (16) | 149339 |
ArrivalDateWeekNumber
Real number (ℝ≥0)
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.17744863 |
|---|---|
| Minimum | 1 |
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 17 |
| median | 27 |
| Q3 | 38 |
| 95-th percentile | 49 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 13.39852289 |
|---|---|
| Coefficient of variation (CV) | 0.4930014982 |
| Kurtosis | -0.9641446539 |
| Mean | 27.17744863 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.00974797619 |
| Sum | 2155987 |
| Variance | 179.5204157 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 33 | 2383 | 3.0% |
| 42 | 2032 | 2.6% |
| 20 | 2016 | 2.5% |
| 30 | 2011 | 2.5% |
| 32 | 1991 | 2.5% |
| 17 | 1965 | 2.5% |
| 25 | 1959 | 2.5% |
| 34 | 1950 | 2.5% |
| 21 | 1948 | 2.5% |
| 18 | 1914 | 2.4% |
| Other values (43) | 59161 |
| Value | Count | Frequency (%) |
| 1 | 704 | |
| 2 | 761 | |
| 3 | 766 | |
| 4 | 968 | |
| 5 | 886 |
| Value | Count | Frequency (%) |
| 53 | 1198 | |
| 52 | 603 | |
| 51 | 503 | |
| 50 | 1056 | |
| 49 | 1066 |
ArrivalDateDayOfMonth
Real number (ℝ≥0)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.78662549 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.728450546 |
|---|---|
| Coefficient of variation (CV) | 0.5529016035 |
| Kurtosis | -1.181540608 |
| Mean | 15.78662549 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.006601999321 |
| Sum | 1252353 |
| Variance | 76.18584893 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 17 | 3012 | 3.8% |
| 15 | 2874 | 3.6% |
| 5 | 2857 | 3.6% |
| 20 | 2835 | 3.6% |
| 25 | 2823 | 3.6% |
| 26 | 2748 | 3.5% |
| 19 | 2747 | 3.5% |
| 9 | 2692 | 3.4% |
| 8 | 2676 | 3.4% |
| 28 | 2670 | 3.4% |
| Other values (21) | 51396 |
| Value | Count | Frequency (%) |
| 1 | 2332 | |
| 2 | 2667 | |
| 3 | 2530 | |
| 4 | 2461 | |
| 5 | 2857 |
| Value | Count | Frequency (%) |
| 31 | 1352 | |
| 30 | 2380 | |
| 29 | 2366 | |
| 28 | 2670 | |
| 27 | 2537 |
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7951846716 |
|---|---|
| Minimum | 0 |
| Maximum | 16 |
| Zeros | 37817 |
| Zeros (%) | 47.7% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.8850263828 |
|---|---|
| Coefficient of variation (CV) | 1.112982197 |
| Kurtosis | 5.003917041 |
| Mean | 0.7951846716 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.133843442 |
| Sum | 63082 |
| Variance | 0.7832716982 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 37817 | |
| 1 | 21434 | |
| 2 | 19333 | |
| 3 | 323 | 0.4% |
| 4 | 297 | 0.4% |
| 5 | 44 | 0.1% |
| 6 | 40 | 0.1% |
| 8 | 24 | < 0.1% |
| 7 | 6 | < 0.1% |
| 9 | 6 | < 0.1% |
| Other values (4) | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 37817 | |
| 1 | 21434 | |
| 2 | 19333 | |
| 3 | 323 | 0.4% |
| 4 | 297 | 0.4% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 6 |
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.182957267 |
|---|---|
| Minimum | 0 |
| Maximum | 41 |
| Zeros | 4963 |
| Zeros (%) | 6.3% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.456416186 |
|---|---|
| Coefficient of variation (CV) | 0.6671757657 |
| Kurtosis | 32.49062966 |
| Mean | 2.182957267 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.955993664 |
| Sum | 173174 |
| Variance | 2.121148108 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 2 | 26403 | |
| 1 | 21088 | |
| 3 | 16371 | |
| 4 | 6141 | 7.7% |
| 0 | 4963 | 6.3% |
| 5 | 3266 | 4.1% |
| 6 | 379 | 0.5% |
| 7 | 201 | 0.3% |
| 8 | 160 | 0.2% |
| 10 | 145 | 0.2% |
| Other values (19) | 213 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 4963 | 6.3% |
| 1 | 21088 | |
| 2 | 26403 | |
| 3 | 16371 | |
| 4 | 6141 | 7.7% |
| Value | Count | Frequency (%) |
| 41 | 1 | |
| 35 | 1 | |
| 34 | 1 | |
| 30 | 1 | |
| 25 | 1 |
Adults
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | 4775 |
| 0 | 390 |
| 4 | 31 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 79330 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
| Value | Count | Frequency (%) |
| 2 | 58255 | |
| 1 | 15879 | 20.0% |
| 3 | 4775 | 6.0% |
| 0 | 390 | 0.5% |
| 4 | 31 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2 | 58255 | |
| 1 | 15879 | 20.0% |
| 3 | 4775 | 6.0% |
| 0 | 390 | 0.5% |
| 4 | 31 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 58255 | |
| 1 | 15879 | 20.0% |
| 3 | 4775 | 6.0% |
| 0 | 390 | 0.5% |
| 4 | 31 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79330 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 58255 | |
| 1 | 15879 | 20.0% |
| 3 | 4775 | 6.0% |
| 0 | 390 | 0.5% |
| 4 | 31 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 79330 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 58255 | |
| 1 | 15879 | 20.0% |
| 3 | 4775 | 6.0% |
| 0 | 390 | 0.5% |
| 4 | 31 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79330 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 58255 | |
| 1 | 15879 | 20.0% |
| 3 | 4775 | 6.0% |
| 0 | 390 | 0.5% |
| 4 | 31 | < 0.1% |
Children
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 619.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 3023 |
| 2.0 | 2024 |
| 3.0 | 59 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 237978 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 74220 | |
| 1.0 | 3023 | 3.8% |
| 2.0 | 2024 | 2.6% |
| 3.0 | 59 | 0.1% |
| (Missing) | 4 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0.0 | 74220 | |
| 1.0 | 3023 | 3.8% |
| 2.0 | 2024 | 2.6% |
| 3.0 | 59 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 153546 | |
| . | 79326 | |
| 1 | 3023 | 1.3% |
| 2 | 2024 | 0.9% |
| 3 | 59 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 158652 | |
| Other Punctuation | 79326 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 153546 | |
| 1 | 3023 | 1.9% |
| 2 | 2024 | 1.3% |
| 3 | 59 | < 0.1% |
| Value | Count | Frequency (%) |
| . | 79326 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 237978 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 153546 | |
| . | 79326 | |
| 1 | 3023 | 1.3% |
| 2 | 2024 | 0.9% |
| 3 | 59 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 237978 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 153546 | |
| . | 79326 | |
| 1 | 3023 | 1.3% |
| 2 | 2024 | 0.9% |
| 3 | 59 | < 0.1% |
Babies
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| 0 | |
|---|---|
| 1 | 361 |
| 2 | 6 |
| 9 | 1 |
| 10 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.000012606 |
| Min length | 1 |
Characters and Unicode
| Total characters | 79331 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 78961 | |
| 1 | 361 | 0.5% |
| 2 | 6 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 78961 | |
| 1 | 361 | 0.5% |
| 2 | 6 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 78962 | |
| 1 | 362 | 0.5% |
| 2 | 6 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79331 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 78962 | |
| 1 | 362 | 0.5% |
| 2 | 6 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 79331 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 78962 | |
| 1 | 362 | 0.5% |
| 2 | 6 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79331 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 78962 | |
| 1 | 362 | 0.5% |
| 2 | 6 | < 0.1% |
| 9 | 1 | < 0.1% |
Meal
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| BB | |
|---|---|
| SC | |
| HB | |
| FB | 44 |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 713970 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | HB |
|---|---|
| 2nd row | BB |
| 3rd row | BB |
| 4th row | BB |
| 5th row | BB |
| Value | Count | Frequency (%) |
| BB | 62305 | |
| SC | 10564 | 13.3% |
| HB | 6417 | 8.1% |
| FB | 44 | 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| bb | 62305 | |
| sc | 10564 | 13.3% |
| hb | 6417 | 8.1% |
| fb | 44 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 555310 | ||
| B | 131071 | 18.4% |
| S | 10564 | 1.5% |
| C | 10564 | 1.5% |
| H | 6417 | 0.9% |
| F | 44 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 555310 | |
| Uppercase Letter | 158660 | 22.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| B | 131071 | |
| S | 10564 | 6.7% |
| C | 10564 | 6.7% |
| H | 6417 | 4.0% |
| F | 44 | < 0.1% |
| Value | Count | Frequency (%) |
| 555310 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 555310 | |
| Latin | 158660 | 22.2% |
Most frequent character per script
| Value | Count | Frequency (%) |
| B | 131071 | |
| S | 10564 | 6.7% |
| C | 10564 | 6.7% |
| H | 6417 | 4.0% |
| F | 44 | < 0.1% |
| Value | Count | Frequency (%) |
| 555310 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 713970 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 555310 | ||
| B | 131071 | 18.4% |
| S | 10564 | 1.5% |
| C | 10564 | 1.5% |
| H | 6417 | 0.9% |
| F | 44 | < 0.1% |
| Distinct | 166 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 24 |
| Missing (%) | < 0.1% |
| Memory size | 619.9 KiB |
| PRT | |
|---|---|
| FRA | |
| DEU | |
| GBR | |
| ESP | |
| Other values (161) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.992825259 |
| Min length | 2 |
Characters and Unicode
| Total characters | 237349 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | PRT |
|---|---|
| 2nd row | PRT |
| 3rd row | PRT |
| 4th row | PRT |
| 5th row | PRT |
| Value | Count | Frequency (%) |
| PRT | 30960 | |
| FRA | 8804 | 11.1% |
| DEU | 6084 | 7.7% |
| GBR | 5315 | 6.7% |
| ESP | 4611 | 5.8% |
| ITA | 3307 | 4.2% |
| BEL | 1894 | 2.4% |
| BRA | 1794 | 2.3% |
| USA | 1618 | 2.0% |
| NLD | 1590 | 2.0% |
| Other values (156) | 13329 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| prt | 30960 | |
| fra | 8804 | 11.1% |
| deu | 6084 | 7.7% |
| gbr | 5315 | 6.7% |
| esp | 4611 | 5.8% |
| ita | 3307 | 4.2% |
| bel | 1894 | 2.4% |
| bra | 1794 | 2.3% |
| usa | 1618 | 2.0% |
| nld | 1590 | 2.0% |
| Other values (156) | 13329 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 51360 | |
| P | 36528 | |
| T | 35836 | |
| A | 18069 | 7.6% |
| E | 15087 | 6.4% |
| U | 10706 | 4.5% |
| B | 9307 | 3.9% |
| F | 9172 | 3.9% |
| S | 8793 | 3.7% |
| D | 8323 | 3.5% |
| Other values (16) | 34168 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 237349 |
Most frequent character per category
| Value | Count | Frequency (%) |
| R | 51360 | |
| P | 36528 | |
| T | 35836 | |
| A | 18069 | 7.6% |
| E | 15087 | 6.4% |
| U | 10706 | 4.5% |
| B | 9307 | 3.9% |
| F | 9172 | 3.9% |
| S | 8793 | 3.7% |
| D | 8323 | 3.5% |
| Other values (16) | 34168 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 237349 |
Most frequent character per script
| Value | Count | Frequency (%) |
| R | 51360 | |
| P | 36528 | |
| T | 35836 | |
| A | 18069 | 7.6% |
| E | 15087 | 6.4% |
| U | 10706 | 4.5% |
| B | 9307 | 3.9% |
| F | 9172 | 3.9% |
| S | 8793 | 3.7% |
| D | 8323 | 3.5% |
| Other values (16) | 34168 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 237349 |
Most frequent character per block
| Value | Count | Frequency (%) |
| R | 51360 | |
| P | 36528 | |
| T | 35836 | |
| A | 18069 | 7.6% |
| E | 15087 | 6.4% |
| U | 10706 | 4.5% |
| B | 9307 | 3.9% |
| F | 9172 | 3.9% |
| S | 8793 | 3.7% |
| D | 8323 | 3.5% |
| Other values (16) | 34168 |
MarketSegment
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| Online TA | |
|---|---|
| Offline TA/TO | |
| Groups | |
| Direct | |
| Corporate | 2986 |
| Other values (3) | 781 |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 9.109857557 |
| Min length | 6 |
Characters and Unicode
| Total characters | 722685 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Offline TA/TO |
|---|---|
| 2nd row | Online TA |
| 3rd row | Online TA |
| 4th row | Online TA |
| 5th row | Online TA |
| Value | Count | Frequency (%) |
| Online TA | 38748 | |
| Offline TA/TO | 16747 | |
| Groups | 13975 | 17.6% |
| Direct | 6093 | 7.7% |
| Corporate | 2986 | 3.8% |
| Complementary | 542 | 0.7% |
| Aviation | 237 | 0.3% |
| Undefined | 2 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ta | 38748 | |
| online | 38748 | |
| offline | 16747 | |
| ta/to | 16747 | |
| groups | 13975 | 10.4% |
| direct | 6093 | 4.5% |
| corporate | 2986 | 2.2% |
| complementary | 542 | 0.4% |
| aviation | 237 | 0.2% |
| undefined | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 95026 | |
| O | 72242 | |
| T | 72242 | |
| e | 65662 | |
| i | 62064 | |
| l | 56037 | |
| A | 55732 | |
| 55495 | ||
| f | 33496 | 4.6% |
| r | 26582 | 3.7% |
| Other values (16) | 128107 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 426629 | |
| Uppercase Letter | 223814 | |
| Space Separator | 55495 | 7.7% |
| Other Punctuation | 16747 | 2.3% |
Most frequent character per category
| Value | Count | Frequency (%) |
| n | 95026 | |
| e | 65662 | |
| i | 62064 | |
| l | 56037 | |
| f | 33496 | 7.9% |
| r | 26582 | 6.2% |
| o | 20726 | 4.9% |
| p | 17503 | 4.1% |
| u | 13975 | 3.3% |
| s | 13975 | 3.3% |
| Other values (7) | 21583 | 5.1% |
| Value | Count | Frequency (%) |
| O | 72242 | |
| T | 72242 | |
| A | 55732 | |
| G | 13975 | 6.2% |
| D | 6093 | 2.7% |
| C | 3528 | 1.6% |
| U | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 55495 |
| Value | Count | Frequency (%) |
| / | 16747 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 650443 | |
| Common | 72242 | 10.0% |
Most frequent character per script
| Value | Count | Frequency (%) |
| n | 95026 | |
| O | 72242 | |
| T | 72242 | |
| e | 65662 | |
| i | 62064 | |
| l | 56037 | |
| A | 55732 | |
| f | 33496 | 5.1% |
| r | 26582 | 4.1% |
| o | 20726 | 3.2% |
| Other values (14) | 90634 |
| Value | Count | Frequency (%) |
| 55495 | ||
| / | 16747 | 23.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 722685 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 95026 | |
| O | 72242 | |
| T | 72242 | |
| e | 65662 | |
| i | 62064 | |
| l | 56037 | |
| A | 55732 | |
| 55495 | ||
| f | 33496 | 4.6% |
| r | 26582 | 3.7% |
| Other values (16) | 128107 |
DistributionChannel
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| TA/TO | |
|---|---|
| Direct | 6780 |
| Corporate | 3408 |
| GDS | 193 |
| Undefined | 4 |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 5.252640867 |
| Min length | 3 |
Characters and Unicode
| Total characters | 416692 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA/TO |
|---|---|
| 2nd row | TA/TO |
| 3rd row | TA/TO |
| 4th row | TA/TO |
| 5th row | TA/TO |
| Value | Count | Frequency (%) |
| TA/TO | 68945 | |
| Direct | 6780 | 8.5% |
| Corporate | 3408 | 4.3% |
| GDS | 193 | 0.2% |
| Undefined | 4 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ta/to | 68945 | |
| direct | 6780 | 8.5% |
| corporate | 3408 | 4.3% |
| gds | 193 | 0.2% |
| undefined | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 137890 | |
| A | 68945 | |
| / | 68945 | |
| O | 68945 | |
| r | 13596 | 3.3% |
| e | 10196 | 2.4% |
| t | 10188 | 2.4% |
| D | 6973 | 1.7% |
| o | 6816 | 1.6% |
| i | 6784 | 1.6% |
| Other values (10) | 17414 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 286551 | |
| Other Punctuation | 68945 | 16.5% |
| Lowercase Letter | 61196 | 14.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| r | 13596 | |
| e | 10196 | |
| t | 10188 | |
| o | 6816 | |
| i | 6784 | |
| c | 6780 | |
| p | 3408 | 5.6% |
| a | 3408 | 5.6% |
| n | 8 | < 0.1% |
| d | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| T | 137890 | |
| A | 68945 | |
| O | 68945 | |
| D | 6973 | 2.4% |
| C | 3408 | 1.2% |
| G | 193 | 0.1% |
| S | 193 | 0.1% |
| U | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| / | 68945 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 347747 | |
| Common | 68945 | 16.5% |
Most frequent character per script
| Value | Count | Frequency (%) |
| T | 137890 | |
| A | 68945 | |
| O | 68945 | |
| r | 13596 | 3.9% |
| e | 10196 | 2.9% |
| t | 10188 | 2.9% |
| D | 6973 | 2.0% |
| o | 6816 | 2.0% |
| i | 6784 | 2.0% |
| c | 6780 | 1.9% |
| Other values (9) | 10634 | 3.1% |
| Value | Count | Frequency (%) |
| / | 68945 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 416692 |
Most frequent character per block
| Value | Count | Frequency (%) |
| T | 137890 | |
| A | 68945 | |
| / | 68945 | |
| O | 68945 | |
| r | 13596 | 3.3% |
| e | 10196 | 2.4% |
| t | 10188 | 2.4% |
| D | 6973 | 1.7% |
| o | 6816 | 1.6% |
| i | 6784 | 1.6% |
| Other values (10) | 17414 | 4.2% |
IsRepeatedGuest
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| 0 | |
|---|---|
| 1 | 2032 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 79330 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 77298 | |
| 1 | 2032 | 2.6% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 77298 | |
| 1 | 2032 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 77298 | |
| 1 | 2032 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79330 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 77298 | |
| 1 | 2032 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 79330 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 77298 | |
| 1 | 2032 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79330 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 77298 | |
| 1 | 2032 | 2.6% |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07974284634 |
|---|---|
| Minimum | 0 |
| Maximum | 21 |
| Zeros | 73941 |
| Zeros (%) | 93.2% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4154722143 |
|---|---|
| Coefficient of variation (CV) | 5.210150294 |
| Kurtosis | 451.5578665 |
| Mean | 0.07974284634 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.58489813 |
| Sum | 6326 |
| Variance | 0.1726171609 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 73941 | |
| 1 | 5155 | 6.5% |
| 2 | 72 | 0.1% |
| 3 | 51 | 0.1% |
| 11 | 35 | < 0.1% |
| 4 | 25 | < 0.1% |
| 6 | 22 | < 0.1% |
| 5 | 16 | < 0.1% |
| 13 | 12 | < 0.1% |
| 21 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 73941 | |
| 1 | 5155 | 6.5% |
| 2 | 72 | 0.1% |
| 3 | 51 | 0.1% |
| 4 | 25 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 13 | 12 | < 0.1% |
| 11 | 35 | |
| 6 | 22 | |
| 5 | 16 |
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.132371108 |
|---|---|
| Minimum | 0 |
| Maximum | 72 |
| Zeros | 77742 |
| Zeros (%) | 98.0% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 72 |
| Range | 72 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.693410601 |
|---|---|
| Coefficient of variation (CV) | 12.79290191 |
| Kurtosis | 690.7081155 |
| Mean | 0.132371108 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.1165642 |
| Sum | 10501 |
| Variance | 2.867639463 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 77742 | |
| 1 | 569 | 0.7% |
| 2 | 192 | 0.2% |
| 3 | 129 | 0.2% |
| 4 | 102 | 0.1% |
| 5 | 90 | 0.1% |
| 6 | 59 | 0.1% |
| 7 | 51 | 0.1% |
| 8 | 37 | < 0.1% |
| 9 | 36 | < 0.1% |
| Other values (63) | 323 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 77742 | |
| 1 | 569 | 0.7% |
| 2 | 192 | 0.2% |
| 3 | 129 | 0.2% |
| 4 | 102 | 0.1% |
| Value | Count | Frequency (%) |
| 72 | 1 | |
| 71 | 1 | |
| 70 | 1 | |
| 69 | 1 | |
| 68 | 1 |
ReservedRoomType
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| A | |
|---|---|
| D | |
| F | 1791 |
| E | 1553 |
| B | 1115 |
| Other values (3) | 508 |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 16 |
| Min length | 16 |
Characters and Unicode
| Total characters | 1269280 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
| Value | Count | Frequency (%) |
| A | 62595 | |
| D | 11768 | 14.8% |
| F | 1791 | 2.3% |
| E | 1553 | 2.0% |
| B | 1115 | 1.4% |
| G | 484 | 0.6% |
| C | 14 | < 0.1% |
| P | 10 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| a | 62595 | |
| d | 11768 | 14.8% |
| f | 1791 | 2.3% |
| e | 1553 | 2.0% |
| b | 1115 | 1.4% |
| g | 484 | 0.6% |
| c | 14 | < 0.1% |
| p | 10 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1189950 | ||
| A | 62595 | 4.9% |
| D | 11768 | 0.9% |
| F | 1791 | 0.1% |
| E | 1553 | 0.1% |
| B | 1115 | 0.1% |
| G | 484 | < 0.1% |
| C | 14 | < 0.1% |
| P | 10 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 1189950 | |
| Uppercase Letter | 79330 | 6.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 62595 | |
| D | 11768 | 14.8% |
| F | 1791 | 2.3% |
| E | 1553 | 2.0% |
| B | 1115 | 1.4% |
| G | 484 | 0.6% |
| C | 14 | < 0.1% |
| P | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1189950 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1189950 | |
| Latin | 79330 | 6.2% |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 62595 | |
| D | 11768 | 14.8% |
| F | 1791 | 2.3% |
| E | 1553 | 2.0% |
| B | 1115 | 1.4% |
| G | 484 | 0.6% |
| C | 14 | < 0.1% |
| P | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1189950 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1269280 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1189950 | ||
| A | 62595 | 4.9% |
| D | 11768 | 0.9% |
| F | 1791 | 0.1% |
| E | 1553 | 0.1% |
| B | 1115 | 0.1% |
| G | 484 | < 0.1% |
| C | 14 | < 0.1% |
| P | 10 | < 0.1% |
AssignedRoomType
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| A | |
|---|---|
| D | |
| E | 2168 |
| F | 2018 |
| B | 2004 |
| Other values (4) | 1150 |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 16 |
| Min length | 16 |
Characters and Unicode
| Total characters | 1269280 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
| Value | Count | Frequency (%) |
| A | 57007 | |
| D | 14983 | 18.9% |
| E | 2168 | 2.7% |
| F | 2018 | 2.5% |
| B | 2004 | 2.5% |
| G | 700 | 0.9% |
| K | 279 | 0.4% |
| C | 161 | 0.2% |
| P | 10 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| a | 57007 | |
| d | 14983 | 18.9% |
| e | 2168 | 2.7% |
| f | 2018 | 2.5% |
| b | 2004 | 2.5% |
| g | 700 | 0.9% |
| k | 279 | 0.4% |
| c | 161 | 0.2% |
| p | 10 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1189950 | ||
| A | 57007 | 4.5% |
| D | 14983 | 1.2% |
| E | 2168 | 0.2% |
| F | 2018 | 0.2% |
| B | 2004 | 0.2% |
| G | 700 | 0.1% |
| K | 279 | < 0.1% |
| C | 161 | < 0.1% |
| P | 10 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 1189950 | |
| Uppercase Letter | 79330 | 6.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 57007 | |
| D | 14983 | 18.9% |
| E | 2168 | 2.7% |
| F | 2018 | 2.5% |
| B | 2004 | 2.5% |
| G | 700 | 0.9% |
| K | 279 | 0.4% |
| C | 161 | 0.2% |
| P | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1189950 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1189950 | |
| Latin | 79330 | 6.2% |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 57007 | |
| D | 14983 | 18.9% |
| E | 2168 | 2.7% |
| F | 2018 | 2.5% |
| B | 2004 | 2.5% |
| G | 700 | 0.9% |
| K | 279 | 0.4% |
| C | 161 | 0.2% |
| P | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1189950 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1269280 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1189950 | ||
| A | 57007 | 4.5% |
| D | 14983 | 1.2% |
| E | 2168 | 0.2% |
| F | 2018 | 0.2% |
| B | 2004 | 0.2% |
| G | 700 | 0.1% |
| K | 279 | < 0.1% |
| C | 161 | < 0.1% |
| P | 10 | < 0.1% |
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1873692172 |
|---|---|
| Minimum | 0 |
| Maximum | 21 |
| Zeros | 69062 |
| Zeros (%) | 87.1% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6086203136 |
|---|---|
| Coefficient of variation (CV) | 3.248240681 |
| Kurtosis | 118.5593153 |
| Mean | 0.1873692172 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.245915202 |
| Sum | 14864 |
| Variance | 0.3704186862 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0 | 69062 | |
| 1 | 7232 | 9.1% |
| 2 | 2244 | 2.8% |
| 3 | 467 | 0.6% |
| 4 | 194 | 0.2% |
| 5 | 46 | 0.1% |
| 6 | 31 | < 0.1% |
| 7 | 19 | < 0.1% |
| 8 | 9 | < 0.1% |
| 14 | 5 | < 0.1% |
| Other values (11) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 69062 | |
| 1 | 7232 | 9.1% |
| 2 | 2244 | 2.8% |
| 3 | 467 | 0.6% |
| 4 | 194 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | |
| 20 | 1 | |
| 18 | 1 | |
| 17 | 1 | |
| 16 | 1 |
DepositType
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| No Deposit | |
|---|---|
| Non Refund | |
| Refundable | 20 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 15 |
| Min length | 15 |
Characters and Unicode
| Total characters | 1189950 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No Deposit |
|---|---|
| 2nd row | No Deposit |
| 3rd row | No Deposit |
| 4th row | No Deposit |
| 5th row | No Deposit |
| Value | Count | Frequency (%) |
| No Deposit | 66442 | |
| Non Refund | 12868 | 16.2% |
| Refundable | 20 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| deposit | 66442 | |
| no | 66442 | |
| non | 12868 | 8.1% |
| refund | 12868 | 8.1% |
| refundable | 20 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 475960 | ||
| o | 145752 | 12.2% |
| e | 79350 | 6.7% |
| N | 79310 | 6.7% |
| D | 66442 | 5.6% |
| p | 66442 | 5.6% |
| s | 66442 | 5.6% |
| i | 66442 | 5.6% |
| t | 66442 | 5.6% |
| n | 25756 | 2.2% |
| Other values (7) | 51612 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 555350 | |
| Space Separator | 475960 | |
| Uppercase Letter | 158640 | 13.3% |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 145752 | |
| e | 79350 | |
| p | 66442 | |
| s | 66442 | |
| i | 66442 | |
| t | 66442 | |
| n | 25756 | 4.6% |
| f | 12888 | 2.3% |
| u | 12888 | 2.3% |
| d | 12888 | 2.3% |
| Other values (3) | 60 | < 0.1% |
| Value | Count | Frequency (%) |
| N | 79310 | |
| D | 66442 | |
| R | 12888 | 8.1% |
| Value | Count | Frequency (%) |
| 475960 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 713990 | |
| Common | 475960 |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 145752 | |
| e | 79350 | |
| N | 79310 | |
| D | 66442 | |
| p | 66442 | |
| s | 66442 | |
| i | 66442 | |
| t | 66442 | |
| n | 25756 | 3.6% |
| R | 12888 | 1.8% |
| Other values (6) | 38724 | 5.4% |
| Value | Count | Frequency (%) |
| 475960 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1189950 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 475960 | ||
| o | 145752 | 12.2% |
| e | 79350 | 6.7% |
| N | 79310 | 6.7% |
| D | 66442 | 5.6% |
| p | 66442 | 5.6% |
| s | 66442 | 5.6% |
| i | 66442 | 5.6% |
| t | 66442 | 5.6% |
| n | 25756 | 2.2% |
| Other values (7) | 51612 | 4.3% |
| Distinct | 224 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| 9 | |
|---|---|
| NULL | |
| 1 | |
| 14 | |
| 7 | |
| Other values (219) |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 872630 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 38 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 6 |
|---|---|
| 2nd row | 9 |
| 3rd row | 9 |
| 4th row | 9 |
| 5th row | 9 |
| Value | Count | Frequency (%) |
| 9 | 31955 | |
| NULL | 8131 | 10.2% |
| 1 | 7137 | 9.0% |
| 14 | 3640 | 4.6% |
| 7 | 3539 | 4.5% |
| 6 | 2683 | 3.4% |
| 28 | 1666 | 2.1% |
| 3 | 1308 | 1.6% |
| 8 | 1236 | 1.6% |
| 37 | 1230 | 1.6% |
| Other values (214) | 16805 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 9 | 31955 | |
| null | 8131 | 10.2% |
| 1 | 7137 | 9.0% |
| 14 | 3640 | 4.6% |
| 7 | 3539 | 4.5% |
| 6 | 2683 | 3.4% |
| 28 | 1666 | 2.1% |
| 3 | 1308 | 1.6% |
| 8 | 1236 | 1.6% |
| 37 | 1230 | 1.6% |
| Other values (214) | 16805 |
Most occurring characters
| Value | Count | Frequency (%) |
| 740620 | ||
| 9 | 36250 | 4.2% |
| 1 | 19113 | 2.2% |
| L | 16262 | 1.9% |
| 2 | 9607 | 1.1% |
| N | 8131 | 0.9% |
| U | 8131 | 0.9% |
| 3 | 6509 | 0.7% |
| 7 | 6396 | 0.7% |
| 4 | 6022 | 0.7% |
| Other values (4) | 15589 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 740620 | |
| Decimal Number | 99486 | 11.4% |
| Uppercase Letter | 32524 | 3.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 9 | 36250 | |
| 1 | 19113 | |
| 2 | 9607 | 9.7% |
| 3 | 6509 | 6.5% |
| 7 | 6396 | 6.4% |
| 4 | 6022 | 6.1% |
| 8 | 5978 | 6.0% |
| 6 | 4811 | 4.8% |
| 5 | 2996 | 3.0% |
| 0 | 1804 | 1.8% |
| Value | Count | Frequency (%) |
| L | 16262 | |
| N | 8131 | |
| U | 8131 |
| Value | Count | Frequency (%) |
| 740620 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 840106 | |
| Latin | 32524 | 3.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 740620 | ||
| 9 | 36250 | 4.3% |
| 1 | 19113 | 2.3% |
| 2 | 9607 | 1.1% |
| 3 | 6509 | 0.8% |
| 7 | 6396 | 0.8% |
| 4 | 6022 | 0.7% |
| 8 | 5978 | 0.7% |
| 6 | 4811 | 0.6% |
| 5 | 2996 | 0.4% |
| Value | Count | Frequency (%) |
| L | 16262 | |
| N | 8131 | |
| U | 8131 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 872630 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 740620 | ||
| 9 | 36250 | 4.2% |
| 1 | 19113 | 2.2% |
| L | 16262 | 1.9% |
| 2 | 9607 | 1.1% |
| N | 8131 | 0.9% |
| U | 8131 | 0.9% |
| 3 | 6509 | 0.7% |
| 7 | 6396 | 0.7% |
| 4 | 6022 | 0.7% |
| Other values (4) | 15589 | 1.8% |
| Distinct | 208 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| NULL | |
|---|---|
| 40 | 924 |
| 67 | 267 |
| 45 | 250 |
| 153 | 215 |
| Other values (203) | 2033 |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 872630 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 74 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | NULL |
|---|---|
| 2nd row | NULL |
| 3rd row | NULL |
| 4th row | NULL |
| 5th row | NULL |
| Value | Count | Frequency (%) |
| NULL | 75641 | |
| 40 | 924 | 1.2% |
| 67 | 267 | 0.3% |
| 45 | 250 | 0.3% |
| 153 | 215 | 0.3% |
| 219 | 141 | 0.2% |
| 233 | 114 | 0.1% |
| 174 | 113 | 0.1% |
| 51 | 86 | 0.1% |
| 242 | 61 | 0.1% |
| Other values (198) | 1518 | 1.9% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| null | 75641 | |
| 40 | 924 | 1.2% |
| 67 | 267 | 0.3% |
| 45 | 250 | 0.3% |
| 153 | 215 | 0.3% |
| 219 | 141 | 0.2% |
| 233 | 114 | 0.1% |
| 174 | 113 | 0.1% |
| 51 | 86 | 0.1% |
| 242 | 61 | 0.1% |
| Other values (198) | 1518 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 560896 | ||
| L | 151282 | 17.3% |
| N | 75641 | 8.7% |
| U | 75641 | 8.7% |
| 4 | 1844 | 0.2% |
| 0 | 1216 | 0.1% |
| 1 | 1154 | 0.1% |
| 2 | 1016 | 0.1% |
| 3 | 973 | 0.1% |
| 5 | 769 | 0.1% |
| Other values (4) | 2198 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 560896 | |
| Uppercase Letter | 302564 | |
| Decimal Number | 9170 | 1.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 4 | 1844 | |
| 0 | 1216 | |
| 1 | 1154 | |
| 2 | 1016 | |
| 3 | 973 | |
| 5 | 769 | |
| 7 | 657 | 7.2% |
| 6 | 600 | 6.5% |
| 8 | 503 | 5.5% |
| 9 | 438 | 4.8% |
| Value | Count | Frequency (%) |
| L | 151282 | |
| N | 75641 | |
| U | 75641 |
| Value | Count | Frequency (%) |
| 560896 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 570066 | |
| Latin | 302564 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 560896 | ||
| 4 | 1844 | 0.3% |
| 0 | 1216 | 0.2% |
| 1 | 1154 | 0.2% |
| 2 | 1016 | 0.2% |
| 3 | 973 | 0.2% |
| 5 | 769 | 0.1% |
| 7 | 657 | 0.1% |
| 6 | 600 | 0.1% |
| 8 | 503 | 0.1% |
| Value | Count | Frequency (%) |
| L | 151282 | |
| N | 75641 | |
| U | 75641 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 872630 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 560896 | ||
| L | 151282 | 17.3% |
| N | 75641 | 8.7% |
| U | 75641 | 8.7% |
| 4 | 1844 | 0.2% |
| 0 | 1216 | 0.1% |
| 1 | 1154 | 0.1% |
| 2 | 1016 | 0.1% |
| 3 | 973 | 0.1% |
| 5 | 769 | 0.1% |
| Other values (4) | 2198 | 0.3% |
| Distinct | 115 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.226774234 |
|---|---|
| Minimum | 0 |
| Maximum | 391 |
| Zeros | 75887 |
| Zeros (%) | 95.7% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 391 |
| Range | 391 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 20.87089 |
|---|---|
| Coefficient of variation (CV) | 6.468035407 |
| Kurtosis | 137.5299571 |
| Mean | 3.226774234 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.30524112 |
| Sum | 255980 |
| Variance | 435.5940492 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 75887 | |
| 39 | 226 | 0.3% |
| 58 | 164 | 0.2% |
| 44 | 140 | 0.2% |
| 31 | 127 | 0.2% |
| 35 | 96 | 0.1% |
| 46 | 94 | 0.1% |
| 69 | 89 | 0.1% |
| 63 | 83 | 0.1% |
| 87 | 80 | 0.1% |
| Other values (105) | 2344 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 75887 | |
| 1 | 7 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 59 | 0.1% |
| 4 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 391 | 45 | |
| 379 | 15 | < 0.1% |
| 330 | 15 | < 0.1% |
| 259 | 10 | < 0.1% |
| 236 | 35 |
CustomerType
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| Transient | |
|---|---|
| Transient-Party | |
| Contract | 2300 |
| Group | 293 |
Length
| Max length | 15 |
|---|---|
| Median length | 9 |
| Mean length | 10.2671877 |
| Min length | 5 |
Characters and Unicode
| Total characters | 814496 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Transient |
|---|---|
| 2nd row | Transient |
| 3rd row | Transient |
| 4th row | Transient |
| 5th row | Transient |
| Value | Count | Frequency (%) |
| Transient | 59404 | |
| Transient-Party | 17333 | 21.8% |
| Contract | 2300 | 2.9% |
| Group | 293 | 0.4% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| transient | 59404 | |
| transient-party | 17333 | 21.8% |
| contract | 2300 | 2.9% |
| group | 293 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 155774 | |
| t | 98670 | |
| r | 96663 | |
| a | 96370 | |
| T | 76737 | |
| s | 76737 | |
| i | 76737 | |
| e | 76737 | |
| - | 17333 | 2.1% |
| P | 17333 | 2.1% |
| Other values (7) | 25405 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 700500 | |
| Uppercase Letter | 96663 | 11.9% |
| Dash Punctuation | 17333 | 2.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| n | 155774 | |
| t | 98670 | |
| r | 96663 | |
| a | 96370 | |
| s | 76737 | |
| i | 76737 | |
| e | 76737 | |
| y | 17333 | 2.5% |
| o | 2593 | 0.4% |
| c | 2300 | 0.3% |
| Other values (2) | 586 | 0.1% |
| Value | Count | Frequency (%) |
| T | 76737 | |
| P | 17333 | 17.9% |
| C | 2300 | 2.4% |
| G | 293 | 0.3% |
| Value | Count | Frequency (%) |
| - | 17333 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 797163 | |
| Common | 17333 | 2.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| n | 155774 | |
| t | 98670 | |
| r | 96663 | |
| a | 96370 | |
| T | 76737 | |
| s | 76737 | |
| i | 76737 | |
| e | 76737 | |
| P | 17333 | 2.2% |
| y | 17333 | 2.2% |
| Other values (6) | 8072 | 1.0% |
| Value | Count | Frequency (%) |
| - | 17333 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 814496 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 155774 | |
| t | 98670 | |
| r | 96663 | |
| a | 96370 | |
| T | 76737 | |
| s | 76737 | |
| i | 76737 | |
| e | 76737 | |
| - | 17333 | 2.1% |
| P | 17333 | 2.1% |
| Other values (7) | 25405 | 3.1% |
| Distinct | 5405 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.3044654 |
|---|---|
| Minimum | 0 |
| Maximum | 5400 |
| Zeros | 1208 |
| Zeros (%) | 1.5% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 79.2 |
| median | 99.9 |
| Q3 | 126 |
| 95-th percentile | 175.5 |
| Maximum | 5400 |
| Range | 5400 |
| Interquartile range (IQR) | 46.8 |
Descriptive statistics
| Standard deviation | 43.60295384 |
|---|---|
| Coefficient of variation (CV) | 0.4140655733 |
| Kurtosis | 2741.52335 |
| Mean | 105.3044654 |
| Median Absolute Deviation (MAD) | 23.32 |
| Skewness | 23.16174514 |
| Sum | 8353803.24 |
| Variance | 1901.217583 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 62 | 3593 | 4.5% |
| 75 | 2372 | 3.0% |
| 90 | 2208 | 2.8% |
| 65 | 2057 | 2.6% |
| 95 | 1501 | 1.9% |
| 120 | 1458 | 1.8% |
| 80 | 1426 | 1.8% |
| 100 | 1422 | 1.8% |
| 110 | 1382 | 1.7% |
| 130 | 1222 | 1.5% |
| Other values (5395) | 60689 |
| Value | Count | Frequency (%) |
| 0 | 1208 | |
| 0.5 | 1 | < 0.1% |
| 1 | 15 | < 0.1% |
| 1.29 | 1 | < 0.1% |
| 1.48 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5400 | 1 | |
| 510 | 1 | |
| 451.5 | 1 | |
| 375.5 | 1 | |
| 372.33 | 1 |
RequiredCarParkingSpaces
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| 0 | |
|---|---|
| 1 | 1921 |
| 2 | 3 |
| 3 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 79330 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 77404 | |
| 1 | 1921 | 2.4% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 77404 | |
| 1 | 1921 | 2.4% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 77404 | |
| 1 | 1921 | 2.4% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79330 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 77404 | |
| 1 | 1921 | 2.4% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 79330 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 77404 | |
| 1 | 1921 | 2.4% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79330 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 77404 | |
| 1 | 1921 | 2.4% |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5469179377 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 47957 |
| Zeros (%) | 60.5% |
| Memory size | 619.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7807762224 |
|---|---|
| Coefficient of variation (CV) | 1.427593005 |
| Kurtosis | 1.658703225 |
| Mean | 0.5469179377 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.403768024 |
| Sum | 43387 |
| Variance | 0.6096115095 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 47957 | |
| 1 | 21420 | |
| 2 | 8142 | 10.3% |
| 3 | 1587 | 2.0% |
| 4 | 198 | 0.2% |
| 5 | 26 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47957 | |
| 1 | 21420 | |
| 2 | 8142 | 10.3% |
| 3 | 1587 | 2.0% |
| 4 | 198 | 0.2% |
| Value | Count | Frequency (%) |
| 5 | 26 | < 0.1% |
| 4 | 198 | 0.2% |
| 3 | 1587 | 2.0% |
| 2 | 8142 | 10.3% |
| 1 | 21420 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| Check-Out | |
|---|---|
| Canceled | |
| No-Show | 916 |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.571183663 |
| Min length | 7 |
Characters and Unicode
| Total characters | 679952 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Check-Out |
|---|---|
| 2nd row | Canceled |
| 3rd row | Canceled |
| 4th row | Canceled |
| 5th row | Canceled |
| Value | Count | Frequency (%) |
| Check-Out | 46228 | |
| Canceled | 32186 | |
| No-Show | 916 | 1.2% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| check-out | 46228 | |
| canceled | 32186 | |
| no-show | 916 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 110600 | |
| C | 78414 | |
| c | 78414 | |
| h | 47144 | |
| - | 47144 | |
| k | 46228 | |
| O | 46228 | |
| u | 46228 | |
| t | 46228 | |
| a | 32186 | 4.7% |
| Other values (7) | 101138 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 506334 | |
| Uppercase Letter | 126474 | 18.6% |
| Dash Punctuation | 47144 | 6.9% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 110600 | |
| c | 78414 | |
| h | 47144 | |
| k | 46228 | |
| u | 46228 | |
| t | 46228 | |
| a | 32186 | 6.4% |
| n | 32186 | 6.4% |
| l | 32186 | 6.4% |
| d | 32186 | 6.4% |
| Other values (2) | 2748 | 0.5% |
| Value | Count | Frequency (%) |
| C | 78414 | |
| O | 46228 | |
| N | 916 | 0.7% |
| S | 916 | 0.7% |
| Value | Count | Frequency (%) |
| - | 47144 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 632808 | |
| Common | 47144 | 6.9% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 110600 | |
| C | 78414 | |
| c | 78414 | |
| h | 47144 | |
| k | 46228 | |
| O | 46228 | |
| u | 46228 | |
| t | 46228 | |
| a | 32186 | 5.1% |
| n | 32186 | 5.1% |
| Other values (6) | 68952 |
| Value | Count | Frequency (%) |
| - | 47144 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 679952 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 110600 | |
| C | 78414 | |
| c | 78414 | |
| h | 47144 | |
| - | 47144 | |
| k | 46228 | |
| O | 46228 | |
| u | 46228 | |
| t | 46228 | |
| a | 32186 | 4.7% |
| Other values (7) | 101138 |
| Distinct | 864 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 619.9 KiB |
| 2015-10-21 | 1416 |
|---|---|
| 2015-07-06 | 763 |
| 2015-01-01 | 760 |
| 2016-11-25 | 746 |
| 2016-01-18 | 553 |
| Other values (859) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 793300 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 2015-07-03 |
|---|---|
| 2nd row | 2015-07-01 |
| 3rd row | 2015-04-30 |
| 4th row | 2015-06-23 |
| 5th row | 2015-04-02 |
| Value | Count | Frequency (%) |
| 2015-10-21 | 1416 | 1.8% |
| 2015-07-06 | 763 | 1.0% |
| 2015-01-01 | 760 | 1.0% |
| 2016-11-25 | 746 | 0.9% |
| 2016-01-18 | 553 | 0.7% |
| 2015-07-02 | 455 | 0.6% |
| 2015-12-18 | 402 | 0.5% |
| 2016-12-07 | 392 | 0.5% |
| 2017-01-24 | 290 | 0.4% |
| 2016-03-15 | 285 | 0.4% |
| Other values (854) | 73268 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2015-10-21 | 1416 | 1.8% |
| 2015-07-06 | 763 | 1.0% |
| 2015-01-01 | 760 | 1.0% |
| 2016-11-25 | 746 | 0.9% |
| 2016-01-18 | 553 | 0.7% |
| 2015-07-02 | 455 | 0.6% |
| 2015-12-18 | 402 | 0.5% |
| 2016-12-07 | 392 | 0.5% |
| 2017-01-24 | 290 | 0.4% |
| 2016-03-15 | 285 | 0.4% |
| Other values (854) | 73268 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 179738 | |
| - | 158660 | |
| 1 | 145481 | |
| 2 | 125032 | |
| 6 | 53094 | 6.7% |
| 7 | 39878 | 5.0% |
| 5 | 30746 | 3.9% |
| 3 | 17346 | 2.2% |
| 8 | 15153 | 1.9% |
| 9 | 14267 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 634640 | |
| Dash Punctuation | 158660 | 20.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 179738 | |
| 1 | 145481 | |
| 2 | 125032 | |
| 6 | 53094 | 8.4% |
| 7 | 39878 | 6.3% |
| 5 | 30746 | 4.8% |
| 3 | 17346 | 2.7% |
| 8 | 15153 | 2.4% |
| 9 | 14267 | 2.2% |
| 4 | 13905 | 2.2% |
| Value | Count | Frequency (%) |
| - | 158660 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 793300 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 179738 | |
| - | 158660 | |
| 1 | 145481 | |
| 2 | 125032 | |
| 6 | 53094 | 6.7% |
| 7 | 39878 | 5.0% |
| 5 | 30746 | 3.9% |
| 3 | 17346 | 2.2% |
| 8 | 15153 | 1.9% |
| 9 | 14267 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 793300 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 179738 | |
| - | 158660 | |
| 1 | 145481 | |
| 2 | 125032 | |
| 6 | 53094 | 6.7% |
| 7 | 39878 | 5.0% |
| 5 | 30746 | 3.9% |
| 3 | 17346 | 2.2% |
| 8 | 15153 | 1.9% |
| 9 | 14267 | 1.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| IsCanceled | LeadTime | ArrivalDateYear | ArrivalDateMonth | ArrivalDateWeekNumber | ArrivalDateDayOfMonth | StaysInWeekendNights | StaysInWeekNights | Adults | Children | Babies | Meal | Country | MarketSegment | DistributionChannel | IsRepeatedGuest | PreviousCancellations | PreviousBookingsNotCanceled | ReservedRoomType | AssignedRoomType | BookingChanges | DepositType | Agent | Company | DaysInWaitingList | CustomerType | ADR | RequiredCarParkingSpaces | TotalOfSpecialRequests | ReservationStatus | ReservationStatusDate | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 6 | 2015 | July | 27 | 1 | 0 | 2 | 1 | 0.0 | 0 | HB | PRT | Offline TA/TO | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 6 | NULL | 0 | Transient | 0.00 | 0 | 0 | Check-Out | 2015-07-03 |
| 1 | 1 | 88 | 2015 | July | 27 | 1 | 0 | 4 | 2 | 0.0 | 0 | BB | PRT | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 9 | NULL | 0 | Transient | 76.50 | 0 | 1 | Canceled | 2015-07-01 |
| 2 | 1 | 65 | 2015 | July | 27 | 1 | 0 | 4 | 1 | 0.0 | 0 | BB | PRT | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 9 | NULL | 0 | Transient | 68.00 | 0 | 1 | Canceled | 2015-04-30 |
| 3 | 1 | 92 | 2015 | July | 27 | 1 | 2 | 4 | 2 | 0.0 | 0 | BB | PRT | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 9 | NULL | 0 | Transient | 76.50 | 0 | 2 | Canceled | 2015-06-23 |
| 4 | 1 | 100 | 2015 | July | 27 | 2 | 0 | 2 | 2 | 0.0 | 0 | BB | PRT | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 9 | NULL | 0 | Transient | 76.50 | 0 | 1 | Canceled | 2015-04-02 |
| 5 | 1 | 79 | 2015 | July | 27 | 2 | 0 | 3 | 2 | 0.0 | 0 | BB | PRT | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 9 | NULL | 0 | Transient | 76.50 | 0 | 1 | Canceled | 2015-06-25 |
| 6 | 0 | 3 | 2015 | July | 27 | 2 | 0 | 3 | 1 | 0.0 | 0 | HB | PRT | Groups | TA/TO | 0 | 0 | 0 | A | A | 1 | No Deposit | 1 | NULL | 0 | Transient-Party | 58.67 | 0 | 0 | Check-Out | 2015-07-05 |
| 7 | 1 | 63 | 2015 | July | 27 | 2 | 1 | 3 | 1 | 0.0 | 0 | BB | PRT | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 9 | NULL | 0 | Transient | 68.00 | 0 | 0 | Canceled | 2015-06-25 |
| 8 | 1 | 62 | 2015 | July | 27 | 2 | 2 | 3 | 2 | 0.0 | 0 | BB | PRT | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 8 | NULL | 0 | Transient | 76.50 | 0 | 1 | No-Show | 2015-07-02 |
| 9 | 1 | 62 | 2015 | July | 27 | 2 | 2 | 3 | 2 | 0.0 | 0 | BB | PRT | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 8 | NULL | 0 | Transient | 76.50 | 0 | 1 | No-Show | 2015-07-02 |
Last rows
| IsCanceled | LeadTime | ArrivalDateYear | ArrivalDateMonth | ArrivalDateWeekNumber | ArrivalDateDayOfMonth | StaysInWeekendNights | StaysInWeekNights | Adults | Children | Babies | Meal | Country | MarketSegment | DistributionChannel | IsRepeatedGuest | PreviousCancellations | PreviousBookingsNotCanceled | ReservedRoomType | AssignedRoomType | BookingChanges | DepositType | Agent | Company | DaysInWaitingList | CustomerType | ADR | RequiredCarParkingSpaces | TotalOfSpecialRequests | ReservationStatus | ReservationStatusDate | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 79320 | 0 | 44 | 2017 | August | 35 | 31 | 1 | 3 | 2 | 0.0 | 0 | SC | DEU | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 9 | NULL | 0 | Transient | 140.75 | 0 | 1 | Check-Out | 2017-09-04 |
| 79321 | 0 | 188 | 2017 | August | 35 | 31 | 2 | 3 | 2 | 0.0 | 0 | BB | DEU | Direct | Direct | 0 | 0 | 0 | A | A | 0 | No Deposit | 14 | NULL | 0 | Transient | 99.00 | 0 | 0 | Check-Out | 2017-09-05 |
| 79322 | 0 | 135 | 2017 | August | 35 | 30 | 2 | 4 | 3 | 0.0 | 0 | BB | JPN | Online TA | TA/TO | 0 | 0 | 0 | G | G | 0 | No Deposit | 7 | NULL | 0 | Transient | 209.00 | 0 | 0 | Check-Out | 2017-09-05 |
| 79323 | 0 | 164 | 2017 | August | 35 | 31 | 2 | 4 | 2 | 0.0 | 0 | BB | DEU | Offline TA/TO | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 42 | NULL | 0 | Transient | 87.60 | 0 | 0 | Check-Out | 2017-09-06 |
| 79324 | 0 | 21 | 2017 | August | 35 | 30 | 2 | 5 | 2 | 0.0 | 0 | BB | BEL | Offline TA/TO | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 394 | NULL | 0 | Transient | 96.14 | 0 | 2 | Check-Out | 2017-09-06 |
| 79325 | 0 | 23 | 2017 | August | 35 | 30 | 2 | 5 | 2 | 0.0 | 0 | BB | BEL | Offline TA/TO | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 394 | NULL | 0 | Transient | 96.14 | 0 | 0 | Check-Out | 2017-09-06 |
| 79326 | 0 | 102 | 2017 | August | 35 | 31 | 2 | 5 | 3 | 0.0 | 0 | BB | FRA | Online TA | TA/TO | 0 | 0 | 0 | E | E | 0 | No Deposit | 9 | NULL | 0 | Transient | 225.43 | 0 | 2 | Check-Out | 2017-09-07 |
| 79327 | 0 | 34 | 2017 | August | 35 | 31 | 2 | 5 | 2 | 0.0 | 0 | BB | DEU | Online TA | TA/TO | 0 | 0 | 0 | D | D | 0 | No Deposit | 9 | NULL | 0 | Transient | 157.71 | 0 | 4 | Check-Out | 2017-09-07 |
| 79328 | 0 | 109 | 2017 | August | 35 | 31 | 2 | 5 | 2 | 0.0 | 0 | BB | GBR | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 89 | NULL | 0 | Transient | 104.40 | 0 | 0 | Check-Out | 2017-09-07 |
| 79329 | 0 | 205 | 2017 | August | 35 | 29 | 2 | 7 | 2 | 0.0 | 0 | HB | DEU | Online TA | TA/TO | 0 | 0 | 0 | A | A | 0 | No Deposit | 9 | NULL | 0 | Transient | 151.20 | 0 | 2 | Check-Out | 2017-09-07 |
Most frequent
| IsCanceled | LeadTime | ArrivalDateYear | ArrivalDateMonth | ArrivalDateWeekNumber | ArrivalDateDayOfMonth | StaysInWeekendNights | StaysInWeekNights | Adults | Children | Babies | Meal | Country | MarketSegment | DistributionChannel | IsRepeatedGuest | PreviousCancellations | PreviousBookingsNotCanceled | ReservedRoomType | AssignedRoomType | BookingChanges | DepositType | Agent | Company | DaysInWaitingList | CustomerType | ADR | RequiredCarParkingSpaces | TotalOfSpecialRequests | ReservationStatus | ReservationStatusDate | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5404 | 1 | 277 | 2016 | November | 46 | 7 | 1 | 2 | 2 | 0.0 | 0 | BB | PRT | Groups | TA/TO | 0 | 0 | 0 | A | A | 0 | Non Refund | NULL | NULL | 0 | Transient | 100.0 | 0 | 0 | Canceled | 2016-04-04 | 180 |
| 4181 | 1 | 68 | 2016 | February | 8 | 17 | 0 | 2 | 2 | 0.0 | 0 | BB | PRT | Groups | TA/TO | 0 | 1 | 0 | A | A | 0 | Non Refund | 37 | NULL | 0 | Transient | 75.0 | 0 | 0 | Canceled | 2016-01-06 | 150 |
| 5075 | 1 | 188 | 2016 | June | 25 | 15 | 0 | 2 | 1 | 0.0 | 0 | BB | PRT | Offline TA/TO | TA/TO | 0 | 0 | 0 | A | A | 0 | Non Refund | 119 | NULL | 39 | Transient | 130.0 | 0 | 0 | Canceled | 2016-01-18 | 109 |
| 4879 | 1 | 158 | 2016 | May | 22 | 24 | 0 | 2 | 1 | 0.0 | 0 | BB | PRT | Groups | TA/TO | 0 | 0 | 0 | A | A | 0 | Non Refund | 37 | NULL | 31 | Transient | 130.0 | 0 | 0 | Canceled | 2016-01-18 | 101 |
| 3850 | 1 | 34 | 2015 | December | 50 | 8 | 0 | 2 | 1 | 0.0 | 0 | BB | PRT | Offline TA/TO | TA/TO | 0 | 1 | 0 | A | A | 0 | Non Refund | 19 | NULL | 0 | Transient | 90.0 | 0 | 0 | Canceled | 2015-11-17 | 100 |
| 3792 | 1 | 28 | 2017 | March | 9 | 2 | 0 | 3 | 2 | 0.0 | 0 | BB | PRT | Groups | TA/TO | 0 | 0 | 0 | A | A | 0 | Non Refund | NULL | NULL | 0 | Transient | 95.0 | 0 | 0 | Canceled | 2017-02-02 | 99 |
| 3906 | 1 | 38 | 2017 | January | 2 | 14 | 0 | 1 | 1 | 0.0 | 0 | BB | PRT | Corporate | Corporate | 0 | 0 | 0 | A | A | 0 | Non Refund | NULL | 67 | 0 | Transient | 75.0 | 0 | 0 | Canceled | 2016-12-07 | 99 |
| 4872 | 1 | 156 | 2017 | April | 17 | 26 | 0 | 3 | 2 | 0.0 | 0 | BB | PRT | Groups | TA/TO | 0 | 0 | 0 | A | A | 0 | Non Refund | 37 | NULL | 0 | Transient | 100.0 | 0 | 0 | Canceled | 2016-11-21 | 99 |
| 4205 | 1 | 71 | 2016 | June | 25 | 14 | 0 | 3 | 1 | 0.0 | 0 | BB | PRT | Offline TA/TO | TA/TO | 0 | 0 | 0 | A | A | 0 | Non Refund | 236 | NULL | 0 | Transient | 120.0 | 0 | 0 | Canceled | 2016-04-27 | 89 |
| 4939 | 1 | 166 | 2016 | November | 45 | 1 | 0 | 3 | 1 | 0.0 | 0 | BB | PRT | Offline TA/TO | TA/TO | 0 | 0 | 0 | A | A | 0 | Non Refund | 236 | NULL | 0 | Transient | 110.0 | 0 | 0 | Canceled | 2016-07-13 | 85 |